Pith. sign in
Pith Number

pith:OGHWF3TT

pith:2025:OGHWF3TT34BIJN7LSSKRWNLM2W
not attested not anchored not stored refs pending

Sentiment Simulation using Generative AI Agents

Diwa Malaya Qui\~nones, Jason Albia, Jezreel Sophia Lanuzo, Lei Rigi Baltazar, Marie Joy Lopez-Relente, Melrose Tia

arxiv:2505.22125 v1 · 2025-05-28 · cs.MA · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OGHWF3TT34BIJN7LSSKRWNLM2W}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T11:11:10.330094Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

718f62ee73df0284b7eb94951b356cd5858ab32f96732b87a07b46507d2d6a36

Aliases

arxiv: 2505.22125 · arxiv_version: 2505.22125v1 · doi: 10.48550/arxiv.2505.22125 · pith_short_12: OGHWF3TT34BI · pith_short_16: OGHWF3TT34BIJN7L · pith_short_8: OGHWF3TT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OGHWF3TT34BIJN7LSSKRWNLM2W \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 718f62ee73df0284b7eb94951b356cd5858ab32f96732b87a07b46507d2d6a36
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "30535f72cb30a6ed2f251044fcc54ffe3746d058fe78b63907fed4173ef5db39",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-05-28T08:50:56Z",
    "title_canon_sha256": "aa628251016295afe1c4a66e8a60db319c48c62c3ab524a38e2d79740bc3f821"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22125",
    "kind": "arxiv",
    "version": 1
  }
}